{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/materials_discovery","description":"Google (DeepMind / Gemini) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd","json_url":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd/signal.json","generated_at":"2026-06-11T03:56:52.806534+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd","signal_json":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd/signal.json","source":"https://github.com/google-deepmind/materials_discovery","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Google (DeepMind / Gemini) published google-deepmind/materials_discovery (Jupyter Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/materials_discovery · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","signal_desk":"repos","source_context":{"source_url":"https://github.com/google-deepmind/materials_discovery","source_host":"github.com","occurred_at":"2023-11-28T10:29:51+00:00","first_seen_at":"2026-06-06T01:49:33.266296+00:00","date_source":"source","context":"Jupyter Notebook"},"context_markers":[{"label":"Lab","value":"Google (DeepMind / Gemini)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"google-deepmind/materials_discovery","source":"source"},{"label":"Language","value":"Jupyter Notebook","source":"source"},{"label":"Stars","value":"1,190","source":"traction"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval 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new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd/signal.json","required":true},{"label":"source","url":"https://github.com/google-deepmind/materials_discovery","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/google-deepmind/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Google (DeepMind / Gemini)'s repo signal \"google-deepmind/materials_discovery\" for frontier lab strategy."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/materials_discovery","text":"Google (DeepMind / Gemini) published repo google-deepmind/materials_discovery."},{"subject":"google-deepmind/materials_discovery","predicate":"is classified as","object":"repo signal","text":"google-deepmind/materials_discovery is classified as repo signal."},{"subject":"google-deepmind/materials_discovery","predicate":"belongs to","object":"repos desk","text":"google-deepmind/materials_discovery belongs to repos desk."},{"subject":"google-deepmind/materials_discovery","predicate":"has context","object":"Jupyter Notebook","text":"google-deepmind/materials_discovery has context Jupyter Notebook."},{"subject":"google-deepmind/materials_discovery","predicate":"has evidence coverage","object":"1 captured evidence 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early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"google-deepmind/materials_discovery","predicate":"has source host","object":"github.com","text":"google-deepmind/materials_discovery has source host github.com."},{"subject":"google-deepmind/materials_discovery","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/materials_discovery has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/materials_discovery","predicate":"has signal desk","object":"repos","text":"google-deepmind/materials_discovery has signal desk repos."},{"subject":"google-deepmind/materials_discovery","predicate":"has source host","object":"github.com","text":"google-deepmind/materials_discovery has source host github.com."},{"subject":"google-deepmind/materials_discovery","predicate":"has 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Notebook). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/materials_discovery · language Jupyter Notebook. onlylabs links this event to 1 captured evidence page and 6 related repo signals.","semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/materials_discovery","text":"Google (DeepMind / Gemini) published repo google-deepmind/materials_discovery."},{"subject":"google-deepmind/materials_discovery","predicate":"is classified as","object":"repo signal","text":"google-deepmind/materials_discovery is classified as repo signal."},{"subject":"google-deepmind/materials_discovery","predicate":"belongs to","object":"repos desk","text":"google-deepmind/materials_discovery belongs to repos desk."},{"subject":"google-deepmind/materials_discovery","predicate":"has context","object":"Jupyter Notebook","text":"google-deepmind/materials_discovery has context Jupyter Notebook."},{"subject":"google-deepmind/materials_discovery","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/materials_discovery has evidence coverage 1 captured evidence page."}]},"signal":{"id":"690c1620-6231-4375-b98e-5b1716853afd","url":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd","json_url":"https://onlylabs.fyi/signals/690c1620-6231-4375-b98e-5b1716853afd/signal.json","source_url":"https://github.com/google-deepmind/materials_discovery","title":"google-deepmind/materials_discovery","summary":"Google (DeepMind / Gemini) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Jupyter Notebook","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2023-11-28T10:29:51+00:00","first_seen_at":"2026-06-06T01:49:33.266296+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/google-deepmind/materials_discovery"]},"facets":{"repo":"google-deepmind/materials_discovery","language":"Jupyter Notebook"},"traction":{"github_stars":1190,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/google-deepmind/materials_discovery","final_url":"https://github.com/google-deepmind/materials_discovery","title":"google-deepmind/materials_discovery repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:52.806534+00:00","bytes":14406,"raw_path":"4a6dabbc6ebc024e36a14ce86d76132b43b12d2458d6bcc7ad92d6065930d77a.json","content_hash":"9c39a43c079616dab21161724de6696bbf748014296e7268aba727353a5f6984","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/materials_discovery Language: Jupyter Notebook License: Apache-2.0 Stars: 1190 Forks: 191 Open issues: 32 Created: 2023-11-28T10:29:51Z Pushed: 2026-05-20T01:58:13Z Default branch: main Fork: no Archived: no README: Materials Discovery: GNoME [**Dataset**](#dataset) | [**Models**](#models) | [**Colabs**](#colabs) | [**License**](#license) | [**Disclaimer**](#disclaimer) | [**Upcoming**](#upcoming) | [**Citing**](#citing) What is Materials Discovery: GNoME? From microchips to batteries and photovoltaics, discovery of inorganic crystals is a fundamental problem in materials science. Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle this core task. With results recently published, this repository serves to share the discovery of 381,000 novel stable materials with the wider materials science community and hopefully enable exciting new research via the updated convex hull. As of August 2024, we have expanded the dataset to release all materials measured to be within 1 meV/atom from the convex hull. We hope that this provides greater context to the convex hulls in chemical families of interest, for a..."},"evidence_pages":[{"url":"https://github.com/google-deepmind/materials_discovery","final_url":"https://github.com/google-deepmind/materials_discovery","title":"google-deepmind/materials_discovery repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:56:52.806534+00:00","bytes":14406,"raw_path":"4a6dabbc6ebc024e36a14ce86d76132b43b12d2458d6bcc7ad92d6065930d77a.json","content_hash":"9c39a43c079616dab21161724de6696bbf748014296e7268aba727353a5f6984","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/materials_discovery Language: Jupyter Notebook License: Apache-2.0 Stars: 1190 Forks: 191 Open issues: 32 Created: 2023-11-28T10:29:51Z Pushed: 2026-05-20T01:58:13Z Default branch: main Fork: no Archived: no README: Materials Discovery: GNoME [**Dataset**](#dataset) | [**Models**](#models) | [**Colabs**](#colabs) | [**License**](#license) | [**Disclaimer**](#disclaimer) | [**Upcoming**](#upcoming) | [**Citing**](#citing) What is Materials Discovery: GNoME? From microchips to batteries and photovoltaics, discovery of inorganic crystals is a fundamental problem in materials science. Graph Networks for Materials Science (GNoME) is a project centered around scaling machine learning methods to tackle this core task. With results recently published, this repository serves to share the discovery of 381,000 novel stable materials with the wider materials science community and hopefully enable exciting new research via the updated convex hull. As of August 2024, we have expanded the dataset to release all materials measured to be within 1 meV/atom from the convex hull. We hope that this provides greater context to the convex hulls in chemical families of interest, for a..."}],"related_signals":[{"id":"02f8701d-7bfd-41b5-aabe-1ad72a880dfb","url":"https://onlylabs.fyi/signals/02f8701d-7bfd-41b5-aabe-1ad72a880dfb","source_url":"https://github.com/google-deepmind/unpic","title":"google-deepmind/unpic","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-04T14:37:24+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"35320cac-ddbe-4f25-a3b5-384a0ca0030b","url":"https://onlylabs.fyi/signals/35320cac-ddbe-4f25-a3b5-384a0ca0030b","source_url":"https://github.com/google-deepmind/seeing_without_pixels","title":"google-deepmind/seeing_without_pixels","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-06-03T04:04:52+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","url":"https://onlylabs.fyi/signals/62f799ef-bf1d-4aee-9f87-fa0de8bb5e81","source_url":"https://github.com/google-deepmind/nested","title":"google-deepmind/nested","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-18T16:16:42+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"e67b1d5f-ef62-4574-80df-a72a4bded705","url":"https://onlylabs.fyi/signals/e67b1d5f-ef62-4574-80df-a72a4bded705","source_url":"https://github.com/google-deepmind/science-skills","title":"google-deepmind/science-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T16:17:41+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"7b714793-a56e-495b-8d57-85fd2850555a","url":"https://onlylabs.fyi/signals/7b714793-a56e-495b-8d57-85fd2850555a","source_url":"https://github.com/google-deepmind/alphaproof-nexus-results","title":"google-deepmind/alphaproof-nexus-results","context":"Lean","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-13T09:59:21+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"},{"id":"dab748d2-53d6-4972-a594-eb6bfbf727ea","url":"https://onlylabs.fyi/signals/dab748d2-53d6-4972-a594-eb6bfbf727ea","source_url":"https://github.com/google-deepmind/tecci","title":"google-deepmind/tecci","context":"JavaScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2026-05-05T12:22:40+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source"}]}